MCP Server Quality Scores
Independent quality analysis of 44526 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2301 |
Create Pix charges (Woovi/OpenPix) · List payments & check status · Refund tran…
|
B 78 5⁄4 | ||||||||
| 2302 |
Secure MCP server for GitLab projects, merge requests, issues, and pipelines
|
B 78 5⁄5 | ||||||||
| 2303 |
TSgram: Telegram + Claude with local workspace access on your phone in typescri…
|
B 78 5⁄4 | ||||||||
| 2304 |
Korean public official asset disclosure data (공직자 재산공개) - search and retrieve a…
|
B 78 4⁄4 | ||||||||
| 2305 |
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
|
B 78 5⁄5 | ||||||||
| 2306 |
vscode-demo-time
Claim
Enables AI assistants to interact with Demo Time and helps build presentations …
|
B 78 5⁄4 | ||||||||
| 2307 |
Create scheduling polls, vote, and finalize times from AI agents.
|
B 78 5⁄4 | ||||||||
| 2308 |
Enables comprehensive calendar management with capabilities to create, list, up…
|
B 78 5⁄5 | ||||||||
| 2309 |
Exposes your organization's Terraform style guide to AI coding agents, enabling…
|
B 78 5⁄4 | ||||||||
| 2310 |
Enables AI assistants to access Macroforge documentation, validate TypeScript c…
|
B 78 5⁄4 | ||||||||
| 2311 |
A central registry and HTTP interface for coordinating Model Context Protocol (…
|
B 78 5⁄4 | ||||||||
| 2312 |
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
|
B 78 5⁄4 | ||||||||
| 2313 |
MCP middleware that blocks dangerous AI agent actions using a simple YAML config
|
B 78 4⁄4 | ||||||||
| 2314 |
An MCP server that enables MCP clients like Claude Desktop to interact with dat…
|
B 78 5⁄5 | ||||||||
| 2315 |
Enables Large Language Models to interact with Google Ads API for querying camp…
|
B 78 5⁄4 | ||||||||
| 2316 |
MCP server enabling automated access to **LeetCode**'s programming problems, so…
|
B 78 5⁄5 | ||||||||
| 2317 |
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
|
B 78 5⁄4 | ||||||||
| 2318 |
Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era developm…
|
B 78 5⁄4 | ||||||||
| 2319 |
Let LLMs interface with your tasks and projects through the Model Context Proto…
|
B 78 5⁄5 | ||||||||
| 2320 |
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-pr…
|
B 78 5⁄5 | ||||||||
| 2321 |
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains …
|
B 78 6⁄6 | ||||||||
| 2322 |
Enables LLM interaction with the Macau University of Science and Technology (M.…
|
B 78 5⁄4 | ||||||||
| 2323 |
24-tool MCP server for Claude Code that catches vague prompts before they waste…
|
B 78 5⁄4 | ||||||||
| 2324 |
Enables saving AI conversation histories as clean, organized markdown notes wit…
|
B 78 5⁄4 | ||||||||
| 2325 |
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with …
|
B 78 5⁄4 | ||||||||
| 2326 |
|
B 78 5⁄4 | ||||||||
| 2327 |
mcp-vibe-check
Claim
Custom version of vibecheck
|
B 78 5⁄5 | ||||||||
| 2328 |
Enables AI assistants to interact with Trading 212 investment accounts for port…
|
B 78 5⁄5 | ||||||||
| 2329 |
Matlab MCP Server in python
|
B 78 5⁄4 | ||||||||
| 2330 |
An MCP Server to enable global access to Rememberizer
|
B 78 5⁄5 | ||||||||
| 2331 |
Enables remote Linux VM management via SSH with automatic safety checks for des…
|
B 78 5⁄5 | ||||||||
| 2332 |
Enables AI assistants to manage n8n automation workflows through natural langua…
|
B 78 5⁄5 | ||||||||
| 2333 |
Enables AI assistants to query, analyze, and resolve errors within the GlitchTi…
|
B 78 5⁄5 | ||||||||
| 2334 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
B 78 5⁄5 | ||||||||
| 2335 |
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
|
B 78 5⁄4 | ||||||||
| 2336 |
Enables users to search LinkedIn's public job listings with advanced filters li…
|
B 78 5⁄5 | ||||||||
| 2337 |
MCP server for read-only MySQL database queries in Claude Desktop
|
B 78 5⁄5 | ||||||||
| 2338 |
HNPX SDK
Claim
Enables AI-guided hierarchical fiction writing through structured XML documents…
|
B 78 5⁄5 | ||||||||
| 2339 |
Parse JavaScript error stack traces back to original source code using source m…
|
B 78 5⁄5 | ||||||||
| 2340 |
mcp-dockmaster
Claim
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
|
B 78 5⁄5 | ||||||||
| 2341 |
A browser-based drawing application with AI integration that enables Claude to …
|
B 78 5⁄4 | ||||||||
| 2342 |
A security-hardened, containerized MCP server framework that provides superior …
|
B 78 5⁄5 | ||||||||
| 2343 |
npm-search-mcp
Claim
Search npm packages, get live registry data, and compare alternatives. No API k…
|
B 78 5⁄4 | ||||||||
| 2344 |
Snowflake integration implementing read and (optional) write operations as well…
|
B 78 5⁄5 | ||||||||
| 2345 |
EN Diagram — structural verification for concurrent systems. Pure math, no AI.
|
B 78 6⁄6 | ||||||||
| 2346 |
A nostalgic virtual pet experience for the AI age that lets you adopt, nurture,…
|
B 78 5⁄5 | ||||||||
| 2347 |
clickup-mcp
|
B 78 5⁄5 | ||||||||
| 2348 |
U301 URL Shortener MCP Server
|
B 78 5⁄4 | ||||||||
| 2349 |
A headless web scraping server that extracts main content from web pages into M…
|
B 78 5⁄5 | ||||||||
| 2350 |
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
|
B 78 5⁄5 | ||||||||